• DocumentCode
    1851396
  • Title

    Development of computer-aided diagnosis system for early diabetic retinopathy based on micro aneurysms detection from retinal images

  • Author

    Simandjuntak, Rumano A. ; Suksmono, Andriyan B. ; Mengko, Tati L R ; Sovani, Iwan

  • Author_Institution
    Imaging & Image Process. Res. Group, Inst. Teknologi Bandung, Indonesia
  • fYear
    2005
  • fDate
    23-25 June 2005
  • Firstpage
    364
  • Lastpage
    367
  • Abstract
    As a complication of diabetes, diabetic retinopathy can be a serious threat to visual capability of patients. The occurrence of micro aneurysms is the first clinical symptom of such disease. Accordingly, micro aneurysms detection is of use to help ophthalmologist in diagnosing and treat patients. This paper proposes a development of a computer-aided system which detects the presence of micro aneurysms from retinal fundus images. The proposed system is expected to provide an early detection for diabetic retinopathy based on micro aneurysms. We present a preliminary design and the current progress of our work which is still under development. A preliminary evaluation on acquired retinal images shows encouraging results.
  • Keywords
    blood vessels; diseases; eye; medical image processing; vision defects; computer-aided diagnosis system; disease; early diabetic retinopathy; macula; matched filter; microaneurysm detection; optic disk; patient diagnosis; patient treatment; retinal fundus images; visual capability; Aneurysm; Biomedical imaging; Blood vessels; Computer aided diagnosis; Diabetes; Diseases; Medical treatment; Microwave imaging; Retina; Retinopathy;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Enterprise networking and Computing in Healthcare Industry, 2005. HEALTHCOM 2005. Proceedings of 7th International Workshop on
  • Print_ISBN
    0-7803-8940-9
  • Type

    conf

  • DOI
    10.1109/HEALTH.2005.1500482
  • Filename
    1500482